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SKU Science Adds Product Lifecycle Module for Phase-In and Phase-Out Forecasting

Accenture moves to acquire Industries eXcellence Group to deepen Siemens planning and manufacturing capabilities

Anthropic publishes an AI-native startup playbook for founders building with agents

Wipak selects RELEX for connected demand, inventory and production planning

Western Washington University moves JAGGAER procurement and contracts into production

Oracle adds agentic AI applications for supply chain workflows

o9 frames Responsible AI as enterprise readiness for agentic planning

SAP prepares a new Integrated Business Planning sneak preview for June 22

Cognite launches an AI-powered Integrated Supply Chain offering for industrial operations

Sunstice launches Helios agentic AI layer for faster supply-chain decisions

Colibri S&OP positions AI agents inside accessible supply chain planning workflows

Fabletics deploys GreyOrange gStore for real-time inventory management

Infor Nexus launches NexTrace for AI-assisted end-to-end traceability

Cisco and Rockwell Automation launch software-defined manufacturing framework in India

CISCE showcases industrial AI across advanced-manufacturing value chains

Qualcomm explores custom chip-design services for ByteDance

Doosan Robotics unveils AI-powered palletizing system at Automate 2026

SKU Science keeps lightweight demand planning relevant for SMB and e-commerce teams

Board and Microsoft bring agentic AI into enterprise planning

Komugi Brings Workload-Capacity Planning to Global Industrie 2025

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Production Planning Analyst

IT & Data Product Analyst — Integrated Business Planning

Technical Product Owner — Plan

Digital Product Owner — M&S Accelerator

Senior Director, Supply Planning — Networking Products

Lead Product Manager — Supply Chain AI

Senior Solution Architect — Demand, Supply, Production and S&OP

ERP Development Business Analyst, Senior

D&T Analyst I — Supply Chain

Data & BI Junior Project Manager Intern — Softgoods R&D

Site Materials Manager

Business Processes Senior Consultant — Supply Chain Planning PP/DS

SCM Technology Manager

Principal Technical Program Manager, AWS Applied AI Solutions Core Services

Connected Planning Model Builder

Demand & Inventory Planner – Food Import & Trading

Head of AI & Advanced Apps

Supply Chain Planning Manager

AVS Instock Specialist

Customs Brokerage Specialist, ACT Destination Operations

Principal Engineer, Supply Chain Transformation

Manager, Global Supply Chain Services Digital and Data Analytics

Associate Solution Architect — Retail

Supply Chain Consultant

Supply Chain Planning Engineer

Internship — Global Supply Chain Planning

WARNING: Planning-system product ownership can mask a parameter-ownership gap

EVENT: Slimstock User Day covers supply, demand, inventory and production planning

EVENT: Manufacturing NEXT Tokyo closes with planning and AI-agent tools

EVENT: Intuiflow showcases Demand Driven planning at Procurement Summit Hamburg

FAILURE: Capacity plans become mathematically correct and operationally wrong when constraints are stale

NOMINATION: J.M. Smucker appoints Douglas Guilherme SVP, Operations and Supply Chain

RISK: Autonomous supply-chain workflows can bypass the approval architecture

NOMINATION: Vineet Khanna Joins Kearney PERLab as Advisor

WARNING: NIST Identifies Security Risks From AI Tools in Software Development

EVENT: TIPS 2026 focuses on pharmaceutical logistics resilience

NOMINATION: Ciena appoints Grant Hoffman as Chief Supply Chain Officer

EVENT: Hidden AI supply chain risks move into the planning governance agenda

FAILURE: Uniform Governance May Cause AI-Agent Deployments to Fail

WARNING: Yossi Sheffi identifies electricity availability as an underestimated Supply Chain risk

RISK: o9 sues SAP over alleged supply-chain-planning trade-secret misuse

DISRUPTION: Marks & Spencer Cyberattack Halts Online Orders and Disrupts Food Availability

EVENT: Rapidflow tests an Oracle Fusion Planning Cycle Agent

REGULATION: US order expands defense-supplier risk assessment and domestic sourcing obligations

EVENT: AI-based demand forecasting in manufacturing course starts

NOMINATION: o9 Solutions appoints Krishnakumar Kulankara as Chief Operating Officer

EVENT: ARC Industry Leadership Forum India concludes in Bangalore

EVENT: Sunstice to host webinar on touchless demand planning and Agentic AI

EVENT: Virginia launches an AI cohort for manufacturing, logistics and Supply Chain

EVENT: How I vibe-coded my Advanced Planning System

EVENT: o9 examines revenue-growth planning under persistent demand volatility

SECURITY: AI-Driven Software Supply Chain Attacks Increase Pressure on Enterprise Controls

SECURITY: Malicious VS Code Extensions Expose Developer and AI Tool Supply Chains

Ganacos Positions the Master Production Schedule as the Link Between Forecasts, Capacity and Execution

The planning product owner is the missing bridge between roadmap and decision governance

Production planning is becoming a financial decision system—but most companies still govern it as scheduling

Open-source APS lowers the software barrier—but raises the ownership requirement

GenAI Productivity Gains Depend on Workforce Readiness and Operating-Model Change

Komugi Connects PIC, PDP, Workload Planning and Scheduling in a Single Industrial Decision Chain

AI-first planning vendors differ most in who owns the model

AI readiness is a planning-process question before it is a model question

Vendor “agentic AI” claims now need an agent inventory, not another capability map

Maintenance optimization belongs inside capacity planning—not beside it

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

AI priorities in manufacturing: talent, operating model and data foundation come before agentic AI

The AI-First Supply Chain: Agents Will Not Create Value Without Decision Redesign

Stochastic optimization is becoming the governed middle layer between AI and MRP

Industrial AI programmes should count changed decisions, not participating companies

Planning value increases when execution data closes the loop

Stress-testing an AI-built IBP engine across 2,736 SKUs and 10 plants

Launch execution fails when allocation governance cannot keep pace

Forecast vs. actual: why protocol design breaks clinical supply plans

Manufacturing agent adoption is moving faster than data readiness

Supply planning is becoming capital allocation with a service constraint

Lokad’s vendor reviews expose the evidence gap in AI-first planning

Florent Tronquit proposes three questions to test the real value of AI in Supply Chain

Self-steering supply chains are arriving before companies have defined who owns the decision

Acquiring AI Talent Does Not Automatically Create a Governed Decision System

From Forecast Accuracy to Connected AI-Assisted Planning in CPG

o9 Leadership Move Signals A Market Positioning Watchout

Inventory Reduction Is a Consequence, Not a Transformation Objective

Is the Hybrid Expert the Future of APS and AI-Driven Supply Chain Projects?

AI is shifting power from information control to judgment in GCC organizations

From Open-Source Multi-Agent Control Tower to Governed Supply Chain Decision App

Experiment: Build a Supply Chain as a Service company with OpenOPC

Build a Governed AI Forecast Review Workflow Before Connecting AI to Your Planning System

Build a Governed AI Control Tower for Logistics Questions

Build a Simulation-First AI Agent to Monitor Supply Chain Delivery Failures

Mad Street Den

Imperia

The Access Group

MRPeasy

CyberPlan

frePPLe

QAD

Visual Planning

SkyPlanner APS

Komugi

Siemens Digital Industries Software

Oracle Supply Chain Management

Dassault Systèmes DELMIA

Centric Software

ICRON

Sight Machine

Trax Retail

Amazon Web Services

Afresh

Workday Adaptive Planning

Epicor

Databricks Mosaic AI

Microsoft Azure AI Foundry

Anthropic

River Logic

Oracle Fusion Cloud SCM

o9 Solutions

OMP

SAP

Wiliot

Opus Numeris

Kearney PERLab

Bluecrux

Arvato Supply Chain Solutions

Amélie Destefanis

Nikki Baird

Rajesh Gangadharan

Melonee Wise

Xavier Feltin

Antoine Guéguen

Ludovic Giraud

Pierre Pélissier

Arnaud Morvan

Samir Saci

Gregory Pitstick

Alain Matar

Jagjit Singh Srai

Simon Evenett

Cathy Roberson